TY - JOUR
T1 - What are the tradeoffs in outcomes after casting versus surgery for closed extraarticular distal radius fractures in older patients? A statistical learning model
AU - WRIST Group
AU - Yoon, Alfred P.
AU - Wang, Yibo
AU - Wang, Lu
AU - Chung, Kevin C.
AU - Kim, H. Myra
AU - Haase, Steven C.
AU - Lawton, Jeffrey N.
AU - Lien, John R.
AU - Momoh, Adeyiza O.
AU - Ozer, Kagan
AU - Sears, Erika D.
AU - Waljee, Jennifer F.
AU - Brown, Matthew S.
AU - Cho, Hoyune E.
AU - Michelotti, Brett F.
AU - Malay, Sunitha
AU - Shauver, Melissa J.
AU - Rozental, Tamara D.
AU - Appleton, Paul T.
AU - Rodriguez, Edward K.
AU - Deschamps, Laura N.
AU - Mattfolk, Lindsay
AU - Wagner, Katiri
AU - Blazar, Philip
AU - Earp, Brandon E.
AU - Floyd, W. Emerson
AU - Louie, Dexter L.
AU - Leversedge, Fraser J.
AU - Richard, Marc J.
AU - Ruch, David S.
AU - Finley, Suzanne
AU - Howe, Cameron
AU - Manson, Maria
AU - Whitfield, Janna
AU - Perey, Bertrand H.
AU - Apostle, Kelly
AU - Boyer, Dory
AU - Moola, Farhad
AU - Stone, Trevor
AU - Viskontas, Darius
AU - Zomar, Mauri
AU - Moon, Karyn
AU - Moon, Raely
AU - Kalliainen, Loree K.
AU - Ward, Christina M.
AU - Fletcher, James W.
AU - Heinrich, Cherrie A.
AU - Pico, Katharine S.
AU - Mahajan, Ashish Y.
AU - Vang, Sandy
N1 - Funding Information:
The institution of one or more of the authors (KCC) has received, during the study period, funding from the National Institute of Arthritis and Musculoskeletal and Skin Diseases (National Institutes of Health), Grant R01AR062066.
Publisher Copyright:
Copyright © 2021 by the Association of Bone and Joint Surgeons
PY - 2021/12/1
Y1 - 2021/12/1
N2 - Background Distal radius fractures (DRFs) are one of the most common major fractures. Despite their frequency, the tradeoffs in different outcomes after casting or surgery for closed extraarticular DRFs in older adults are unknown. Questions/purposes (1) For adults older than 60 years with closed extraarticular DRFs, what are the tradeoffs in outcomes for choosing casting versus surgery? (2) In what settings would surgery be preferred over casting? Method This is a secondary analysis of data from the Wrist and Radius Injury Surgical Trial (WRIST), a randomized, multicenter clinical trial that enrolled patients from April 10, 2012 to December 31, 2016. For WRIST, researchers recruited patients older than 60 years who sustained closed extraarticular distal radius fractures from 24 sites in the United States, Canada, and Singapore. We conducted a secondary analysis using data from WRIST, which had longitudinal data from a robust collection of covariates for patients who underwent surgery and casting. Among the 296 patients recruited in the WRIST study, 59% (174) of patients (mean age 71 6 9 years) with complete sociodemographic data and 12-month follow-up for each primary outcome were included in the main analysis. More patients underwent surgery than casting (72% [126 of 174] versus 28% [48 of 174]). Most sociodemographic variables were similar between the surgery and casting groups, except for age and volar tilt. The surgical cohort was composed of patients randomized to external fixation, closed reduction percutaneous pinning, or volar locking plate internal fixation. The casting cohort consisted of patients who elected to be treated with closed reduction and casting. A tree-based reinforcement statistical learning method was used to determine the best treatment, either surgery or casting, to maximize functional and esthetic outcomes while minimizing pain. Tree-based reinforcement learning is a statistical learning method to build an unsupervised decision tree within a causal inference framework that will identify useful variables and their cutoff values to tailor treatment assignment accordingly to achieve the best health outcome desired. The primary outcome was minimization of pain (12-month Michigan Hand Outcomes Questionnaire pain subdomain score), maximization of grip strength, total ROM (supination and wrist arc of motion), and esthetics (12-month Michigan Hand Outcomes Questionnaire esthetics subdomain score). Results Casting was the best treatment to reduce pain and maximize esthetics, whereas surgery maximized grip strength and ROM. When the patient favored gaining ROM over pain reduction (more than 80:20), surgery was the preferred treatment. When the patient prioritized the importance of grip strength over pain reduction (more than 70:30), surgery was also the preferred treatment. Conclusion There are tradeoffs in outcomes after treating patients older than 60 years with closed extraarticular distal radius fractures with casting or surgery. When patients are attempting to balance minimizing pain and improving functional outcomes, unless they desire maximal functional recovery, casting may be the better treatment. Surgery may be beneficial if patients want to regain as much grip strength and ROM as possible, even with the possibility of having residual pain. These findings can be referenced for more concrete preoperative counseling and patient expectation management before treatment selection.
AB - Background Distal radius fractures (DRFs) are one of the most common major fractures. Despite their frequency, the tradeoffs in different outcomes after casting or surgery for closed extraarticular DRFs in older adults are unknown. Questions/purposes (1) For adults older than 60 years with closed extraarticular DRFs, what are the tradeoffs in outcomes for choosing casting versus surgery? (2) In what settings would surgery be preferred over casting? Method This is a secondary analysis of data from the Wrist and Radius Injury Surgical Trial (WRIST), a randomized, multicenter clinical trial that enrolled patients from April 10, 2012 to December 31, 2016. For WRIST, researchers recruited patients older than 60 years who sustained closed extraarticular distal radius fractures from 24 sites in the United States, Canada, and Singapore. We conducted a secondary analysis using data from WRIST, which had longitudinal data from a robust collection of covariates for patients who underwent surgery and casting. Among the 296 patients recruited in the WRIST study, 59% (174) of patients (mean age 71 6 9 years) with complete sociodemographic data and 12-month follow-up for each primary outcome were included in the main analysis. More patients underwent surgery than casting (72% [126 of 174] versus 28% [48 of 174]). Most sociodemographic variables were similar between the surgery and casting groups, except for age and volar tilt. The surgical cohort was composed of patients randomized to external fixation, closed reduction percutaneous pinning, or volar locking plate internal fixation. The casting cohort consisted of patients who elected to be treated with closed reduction and casting. A tree-based reinforcement statistical learning method was used to determine the best treatment, either surgery or casting, to maximize functional and esthetic outcomes while minimizing pain. Tree-based reinforcement learning is a statistical learning method to build an unsupervised decision tree within a causal inference framework that will identify useful variables and their cutoff values to tailor treatment assignment accordingly to achieve the best health outcome desired. The primary outcome was minimization of pain (12-month Michigan Hand Outcomes Questionnaire pain subdomain score), maximization of grip strength, total ROM (supination and wrist arc of motion), and esthetics (12-month Michigan Hand Outcomes Questionnaire esthetics subdomain score). Results Casting was the best treatment to reduce pain and maximize esthetics, whereas surgery maximized grip strength and ROM. When the patient favored gaining ROM over pain reduction (more than 80:20), surgery was the preferred treatment. When the patient prioritized the importance of grip strength over pain reduction (more than 70:30), surgery was also the preferred treatment. Conclusion There are tradeoffs in outcomes after treating patients older than 60 years with closed extraarticular distal radius fractures with casting or surgery. When patients are attempting to balance minimizing pain and improving functional outcomes, unless they desire maximal functional recovery, casting may be the better treatment. Surgery may be beneficial if patients want to regain as much grip strength and ROM as possible, even with the possibility of having residual pain. These findings can be referenced for more concrete preoperative counseling and patient expectation management before treatment selection.
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U2 - 10.1097/CORR.0000000000001865
DO - 10.1097/CORR.0000000000001865
M3 - Article
C2 - 34142664
AN - SCOPUS:85120372586
SN - 0009-921X
VL - 479
SP - 2691
EP - 2700
JO - Clinical orthopaedics and related research
JF - Clinical orthopaedics and related research
IS - 12
ER -